Contoso.AI.PolitenessAnalyzer 0.1.10-beta

.NET 8.0 This package targets .NET 8.0. The package is compatible with this framework or higher.
This is a prerelease version of Contoso.AI.PolitenessAnalyzer. 
dotnet add package Contoso.AI.PolitenessAnalyzer --version 0.1.10-beta
                    


                    

                
NuGet\Install-Package Contoso.AI.PolitenessAnalyzer -Version 0.1.10-beta
This command is intended to be used within the Package Manager Console in Visual Studio, as it uses the NuGet module's version of Install-Package. 
<PackageReference Include="Contoso.AI.PolitenessAnalyzer" Version="0.1.10-beta" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
<PackageVersion Include="Contoso.AI.PolitenessAnalyzer" Version="0.1.10-beta" />
                    


                            Directory.Packages.props
                        

                    

                
<PackageReference Include="Contoso.AI.PolitenessAnalyzer" />
                    


                            Project file
For projects that support Central Package Management (CPM), copy this XML node into the solution Directory.Packages.props file to version the package. 
paket add Contoso.AI.PolitenessAnalyzer --version 0.1.10-beta
                    


                    

                
#r "nuget: Contoso.AI.PolitenessAnalyzer, 0.1.10-beta"
#r directive can be used in F# Interactive and Polyglot Notebooks. Copy this into the interactive tool or source code of the script to reference the package. 
#:package Contoso.AI.PolitenessAnalyzer@0.1.10-beta
#:package directive can be used in C# file-based apps starting in .NET 10 preview 4. Copy this into a .cs file before any lines of code to reference the package. 
#addin nuget:?package=Contoso.AI.PolitenessAnalyzer&version=0.1.10-beta&prerelease
                    


                            Install as a Cake Addin
                        

                    

                
#tool nuget:?package=Contoso.AI.PolitenessAnalyzer&version=0.1.10-beta&prerelease
                    


                            Install as a Cake Tool

Contoso.AI.PolitenessAnalyzer

AI-powered politeness analysis for text using ONNX Runtime and a BERT-based model.

Windows Only: This package requires Windows 10 SDK version 19041 or later and uses Windows-specific AI APIs.

Features

  • Analyzes text for politeness level (Polite, Somewhat Polite, Neutral, Impolite)
  • Performance and Efficiency modes for different hardware configurations
  • Async API for non-blocking operations
  • Automatic model download at build time

Installation

dotnet add package Contoso.AI.PolitenessAnalyzer

Platform Requirements:

  • Windows 10 version 2004 (build 19041) or later
  • Not compatible with: Linux, macOS, or older Windows versions

Model Download

Important: This package uses a ~418 MB ONNX model that is automatically downloaded at build time.

  • The model is downloaded to obj/Models/polite-guard-model.onnx (not tracked by git)
  • Download happens only once (cached for subsequent builds)
  • The model file is automatically copied to your output directory (bin/.../Models/)
  • No need to add to .gitignore - the obj/ folder is already ignored by default

Usage

using Contoso.AI;

// Initialize (call once at startup)
var readyResult = await PolitenessAnalyzer.EnsureReadyAsync();
if (readyResult.Status != AIFeatureReadyResultState.Success)
{
    // Handle initialization failure
    return;
}

// Create analyzer instance
var analyzer = await PolitenessAnalyzer.CreateAsync(PerformanceMode.Performance);

// Analyze text
var result = await analyzer.AnalyzeAsync("Thank you so much for your help!");

Console.WriteLine($"Politeness Level: {result.Level}");
Console.WriteLine($"Description: {result.Description}");
Console.WriteLine($"Inference Time: {result.InferenceTimeMs}ms");

// Don't forget to dispose
analyzer.Dispose();

Performance Modes

  • PerformanceMode.Performance - Optimized for speed (uses GPU/NPU if available)
  • PerformanceMode.Efficiency - Optimized for power efficiency (uses CPU)

Model Information

Requirements

  • .NET 8.0 or later
  • Windows 10 SDK 19041 or later
  • Internet connection for initial model download

License

MIT

Product Compatible and additional computed target framework versions.
.NET net8.0-windows10.0.19041 is compatible.  net9.0-windows was computed.  net10.0-windows was computed. 
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.

NuGet packages

This package is not used by any NuGet packages.

GitHub repositories

This package is not used by any popular GitHub repositories.

Version Downloads Last Updated
0.1.10-beta 49 1/30/2026
0.1.9-beta 45 1/30/2026
0.1.8-beta 44 1/30/2026
0.1.7-beta 43 1/30/2026
0.1.6-beta 45 1/30/2026
0.1.5-beta 47 1/30/2026
0.1.4-beta 42 1/30/2026